# The Induced Smoothed Lasso

## Documentation for package ‘islasso’ version 1.4.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

islasso-package | The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression
AIC.islasso | The Induced Smoothed lasso
aic.islasso | Optimization for the selection of the tuning parameter
anova.islasso | General Linear Hypotheses method for 'islasso' objects
breast | Breast Cancer microarray experiment
coef.islasso | The Induced Smoothed lasso
coef.islasso.path | The Induced Smoothed lasso path
confint.islasso | confint method for 'islasso' objects
deviance.islasso | The Induced Smoothed lasso
deviance.islasso.path | The Induced Smoothed lasso path
diabetes | Blood and other measurements in diabetics
fitted.islasso | The Induced Smoothed lasso
fitted.islasso.path | The Induced Smoothed lasso path
GoF.islasso.path | Optimization for the selection of the tuning parameter
is.control | Auxiliary for controlling islasso model fitting
islasso | The Induced Smoothed lasso
islasso.fit | The Induced Smoothed lasso
islasso.path | The Induced Smoothed lasso path
islasso.path.fit | The Induced Smoothed lasso path
logLik.islasso | The Induced Smoothed lasso
logLik.islasso.path | The Induced Smoothed lasso path
model.matrix.islasso | The Induced Smoothed lasso
model.matrix.islasso.path | The Induced Smoothed lasso path
modelX | Simulate model matrix and response
plot.confint.islasso | confint method for 'islasso' objects
plot.islasso | Diagnostics plots for Induced Smoothing Lasso Model
plot.islasso.path | plot coefficient profile from a fitted "islasso.path" object.
predict.islasso | Prediction method for islasso fitted objects
predict.islasso.path | Prediction method for islasso.path fitted objects
print.anova.islasso | General Linear Hypotheses method for 'islasso' objects
print.confint.islasso | confint method for 'islasso' objects
print.islasso | The Induced Smoothed lasso
print.islasso.path | The Induced Smoothed lasso path
print.logLik.islasso | The Induced Smoothed lasso
print.logLik.islasso.path | The Induced Smoothed lasso path
print.summary.islasso | summary method for islasso fitted objects
print.summary.islasso.path | summary method for islasso.path fitted objects
Prostate | Prostate Cancer Data
residuals.islasso | The Induced Smoothed lasso
residuals.islasso.path | The Induced Smoothed lasso path
simulXy | Simulate model matrix and response
summary.islasso | summary method for islasso fitted objects
summary.islasso.path | summary method for islasso.path fitted objects
vcov.islasso | The Induced Smoothed lasso